A perspective paper argues that EEG-BCI generalization failures stem from causally induced distribution shifts and that current EEG datasets are orders of magnitude too small to support large brain models.
, Atapour-Abarghouei, A
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On using AI for EEG-based BCI applications: problems, current challenges and future trends
A perspective paper argues that EEG-BCI generalization failures stem from causally induced distribution shifts and that current EEG datasets are orders of magnitude too small to support large brain models.